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STATS M254 - Stats Methods in Comp Biology (Spring 2024) - Lecture 1 (Intro; Inference& Prediction)
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"Statistical Hypothesis Testing
0:52:58
STATS M254 - Stats Methods in Comp Biology (Spring 2024) - Lecture 1 (Intro; Inference& Predicti...
1:08:28
STATS M254 - Stat Methods in Comp Bio (Spring 2024) - Lecture 5 (highly variable features; scaling)
1:11:15
STATS M254 - Stats Methods in Comp Bio (Spring 2024) - Lecture 6 (principal component analysis)
1:16:45
STATS M254 - Stat Methods in Comp Bio - Lec 1 (Overview: Statistical Inference vs. Machine Learning)
1:19:18
STATS M254 - Stat Methods in Comp Bio - Lecture 9 (observations vs. features; K-means clustering)
1:10:22
STATS M254 - Stat Methods in Comp Bio - Lecture 18 (Metropolis-Hasting algorithm; Gibbs sampler)
1:15:38
STATS M254 - Stat Methods in Comp Bio - Lec 15 (NMF; filter features; transform data; Pearson corr.)
1:09:13
STATS M254 - Stat Methods in Comp Bio (Spring 2024) Lec 13: Louvain and Leiden clustering; ARI &...
1:15:55
STATS M254 - Stat Methods in Comp Bio - Lecture 7 (Negative Binomial; ComBat; DESeq2; GLM)
1:16:29
STATS M254 - Stat Methods in Comp Bio (Spring 2024) - Lecture 15: diff expression; multiple testing
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STATS M254 - Stat Methods in Comp Biology (Spring 2024) - Lecture 14: non-linear dimension reduction
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STATS M254 - Stat Methods in Comp Bio - Lec 6 (FDR; ROC & PR curves; bulk RNA-seq normalization)
1:09:45
STATS M254 - Statistical Methods in Comp Biology (Spring 2024) - Lecture 3 (scRNA-seq normalization)
1:15:08
STATS M254 - Stat Methods in Comp Bio - Lecture 4 (Normalization; Multiple testing)
1:16:01
STATS M254 - Stat Methods in Comp Bio - Lecture 8 (Choose K in K-means; Hierarchical clustering)
1:17:10
STATS M254 - Stat Methods in Comp Bio - Lecture 5 (Multiple testing: FDR; count distributions)
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STATS M254 / BIOINFO M223 - Statistical Methods in Computational Biology - Final presentations
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STATS M254 - Stats Methods in Computational Biology - Lecture 15 (LMM; measures of association)
1:16:31
STATS M254 - Stat Methods in Comp Bio - Lecture 7 (DESeq; p-values; supervised learning; K-means)
1:18:55
STATS M254 - Stat Methods in Como Bio - Lec 3 (p-value; Bayes factor; balanced block design; t test)
1:15:53
STATS M254 - Statistical Methods in Computational Biology (Spring 2024) - Lecture 10 (NMF, PNMF)
1:20:35
STATS M254 - Stat Methods in Comp Bio - Lec 2 (Differential Expression; Frequentist vs. Bayesian)
1:14:04
STATS M254 - Statistical Methods in Comp Biology (Spring 2024) - Lecture 2 (single-cell RNA-seq; QC)
1:18:01
STATS M254 - Statistical Methods in Computational Biology - Lecture 16 (Measures of associations)
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